{"id":"W3097659958","doi":"10.1111/petr.13884","title":"Post‐transplant malignancies in pediatric organ transplant recipients","year":2020,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster Children's Hospital; McMaster Divinity College; McMaster University","funders":"","keywords":"Medicine; Immunosuppression; Cancer; Organ transplantation; Transplantation; Population; Skin cancer; Pediatric cancer; Disease; Oncology; Intensive care medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001658194,0.0003153369,0.0004340383,0.00032402,0.00008897714,0.00002703903,0.0001479854,0.0002275736,0.0001463452],"category_scores_gemma":[0.00002942038,0.0003055297,0.0001634099,0.00109624,0.00002412925,0.000230721,0.000004748362,0.0003762148,0.0001128294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009388973,"about_ca_system_score_gemma":0.0002622151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001977504,"about_ca_topic_score_gemma":0.0001699088,"domain_scores_codex":[0.9977195,0.00007110147,0.0006119908,0.0005248984,0.0005391877,0.0005333616],"domain_scores_gemma":[0.9992417,0.00007400539,0.0001369832,0.0001401772,0.00009215851,0.0003149495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001599877,0.0001811696,0.9876384,0.00076573,0.00002128378,0.0005233991,0.007684214,0.0001100432,0.0008478506,0.000043132,0.0002218342,0.0003630429],"study_design_scores_gemma":[0.007460398,0.0005668559,0.9892448,0.00005782469,0.001189534,0.00006427916,0.0001062059,0.0001408821,0.0006505877,0.0000344495,0.00007142619,0.0004127503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932435,0.001239041,0.0009134117,0.002340406,0.0002768446,0.0005700065,0.000389418,0.0001937358,0.0008336438],"genre_scores_gemma":[0.952405,0.04475027,0.0001732582,0.001351505,0.0005061484,0.00003824697,0.0006787056,0.00004914738,0.00004771724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04351123,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230987970115514,"score_gpt":0.2324207303157919,"score_spread":0.2201108506146367,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}